Artificial intelligence solution to accelerate the acquisition of MRI images: Impact on the therapeutic care in oncology in radiology and radiotherapy departments.
R LemaireC RaboutetT LeleuC JaudetL DessoudeF MissohouY PoirierP-Y DeslandesA LechervyJ LacroixI MoummadS BardetJ ThariatD StefanA Corroyer-DulmontPublished in: Cancer radiotherapie : journal de la Societe francaise de radiotherapie oncologique (2024)
It is possible to reduce MRI acquisition times by half using the commercial algorithm to restore the characteristics of the image and obtain good specificity and sensitivity for lesions with a diameter greater than 4mm.
Keyphrases
- artificial intelligence
- deep learning
- machine learning
- contrast enhanced
- big data
- convolutional neural network
- palliative care
- magnetic resonance imaging
- diffusion weighted imaging
- early stage
- healthcare
- radiation therapy
- quality improvement
- computed tomography
- magnetic resonance
- radiation induced
- locally advanced
- optic nerve
- optical coherence tomography
- structural basis